Elena Valkanova
Statistical Programming, Regulatory Submissions Leader, Applied Machine Learning & Statistical Modeling
- Role
- Phuse
- Location
- Tampa, FL, US
- LinkedIn followers
- 500 followers
About Elena Valkanova
Proficient in statistical programming workflows and rigorous quality control processes for the development and validation of analysis datasets and outputs, in compliance with CDISC ADaM standards. Interested in the application of randomized algorithms and machine learning methods for data privacy, particularly in high-dimensional and sensitive data settings.
Experience
Nov 2025 — Present
Lead: Applying Advanced Data Privacy Methods to Real World Data (RWD)
Education
Sofia University St. Kliment Ohridski
Graduate Certificate , Business Administration and Management, General
University of South Florida College of Arts and Sciences
MA, Mathematics
2001 — 2005
Sofia University St. Kliment Ohridski
MS, Mathematics and Informatics
1995 — 1999
University of South Florida Muma College of Business
Master's degree, Finance
2018 — 2020
University of South Florida College of Arts and Sciences
MS, Computer Science
2006 — 2009
University of South Florida
Graduate Certificate, Applied Biostatistics
2015 — 2016
Skills
- Cdisc
- Clinical Trials
- Statistical Programming
- Sas Programming
- Unix
- Stata
- Data Management
- Oncology
- Survival Analysis
- Sql
- Spss
- Clinical Data Management
- Biotechnology
- Machine Learning
- Edc
- Programming
- Statistics
- Biostatistics
- Clinical Research
- Mathematics
- Pharmaceutical Industry
- Gcp
- Logistic Regression
- Statistical Modeling
- Vba
- R
- Sas
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